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Record W7117492980 · doi:10.1016/j.cjca.2025.12.037

Prevalence and Risk Factors for Non-HACEK Gram-negative Bacillus Endocarditis: A Retrospective Analysis

2025· article· en· W7117492980 on OpenAlexvenueno aff
Jason H. Park, Edwin Chen, Divyia E. Joseph, Audrey Wanger, J.Alex Viehman, Simi Padival

Bibliographic record

VenueCanadian Journal of Cardiology · 2025
Typearticle
Languageen
FieldMedicine
TopicInfective Endocarditis Diagnosis and Management
Canadian institutionsnot available
FundersMedical Center, University of Pittsburgh
KeywordsSerratia marcescensPseudomonas aeruginosaRetrospective cohort studyBacillus (shape)Risk factorCase-control studyDrugRisk assessment

Abstract

fetched live from OpenAlex

BACKGROUND: Infective endocarditis (IE) caused by non-HACEK gram-negative bacilli (GNB) is challenging to diagnose and is associated with high morbidity and mortality. There is growing literature highlighting the differences in IE prevalence amongst various GNB; therefore, there is an impetus to characterize these traditionally "atypical" organisms to accurately risk stratify this complex infectious diagnosis. METHODS: This investigation was a retrospective cohort study conducted at 2 health care institutions in the USA. All hospitalized adult patients with bloodstream infection with a prespecified GNB (Enterobacter cloacae, Escherichia coli, Klebsiella aerogenes, Klebsiella pneumoniae, Klebsiella oxytoca, Pseudomonas aeruginosa, and Serratia marcescens) between January 1, 2018 to December 31, 2022, were included. Chart review was performed to collect clinical information, IE risk factors, and diagnosis of IE. RESULTS: Among 6678 patients with GNB bacteremia, 82 (1.2%) developed IE. The prevalence of IE among patients with Serratia marcescens or Pseudomonas aeruginosa bacteremia was higher than that with Enterobacteriaceae, with increased risk amongst patients with a history of injection drug use (43.1% vs 9.3%) and prosthetic valves (19.5% vs 2.2%). There was no statistically significant species variation in IE prevalence when endocardial device was present. Importantly, we found discordance in clinical practice in the use of diagnostic echocardiography in patients with a high risk of GNB IE. CONCLUSIONS: Serratia marcescens and Pseudomonas aeruginosa have a higher prevalence of IE compared with Enterobacteriaceae, with the differential risk most pronounced among patients with a history of injection drug use and prosthetic valves. This highlights the opportunity to optimize the diagnosis of IE amongst patients with GNB bacteremia.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.260
Teacher spread0.250 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractno

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